Other Publications by Xavier Giró back

In Press
E. Mohedano, McGuinness, K., Giró-i-Nieto, X., and O'Connor, N., Fine-tuning of CNN models for Instance Search with Pseudo-Relevance Feedback. NIPS 2017 Women in Machine Learning Workshop, Long Beach, CA, USA, In Press. (341.96 KB) Unpublished
D. Moreno, Costa-jussà, M. R., and Giró-i-Nieto, X., English to ASL Translator for Speech2Signs. 2018. (1.54 MB) Unpublished
D. Fojo, Reproducing and Analyzing Adaptive Computation Time in PyTorch and TensorFlow. 2018. (1.41 MB) Ms Thesis
J. Escur, Exploring Automatic Speech Recognition with TensorFlow. 2018. (829.82 KB) Ms Thesis
V. Campos, Learning to Skip State Updates in Recurrent Neural Networks. 2017. (961.49 KB) Ms Thesis
M. Górriz, Active Deep Learning for Medical Imaging Segmentation. 2017. (2.84 MB) Ms Thesis
M. Bellver, Detection-aided medical image segmentation using deep learning. 2017. (7.07 MB) Ms Thesis
M. Assens, The Temporal Dimension of Visual Attention Models. 2017. (6.98 MB) Ms Thesis
A. Jiménez, Class Weighted Convolutional Features for Image Retrieval. 2017. Ms Thesis
M. Compri, Multi-label Remote Sensing Image Retrieval based on Deep Features. 2017. (1.99 MB) Ms Thesis
F. Roldán, Visual Question Answering 2.0. 2017. (2.59 MB) Ms Thesis
E. Arazo, The impact of visual saliency prediction in image classification. 2017. (828.66 KB) Ms Thesis
A. Bozal, Personalized Image Classi cation from EEG Signals using Deep Learning. 2017. (4.51 MB) Ms Thesis
A. Romero-Lopez, Skin Lesion Detection from Dermoscopi Images using Convolutional Neural Networks. 2017. Ms Thesis
L. L. Cardoner, Predicting Media Interestingness. 2017. (1.78 MB) Ms Thesis
X. Giró-i-Nieto, Pascual-deLaPuente, S., Miró, V., and Esteve, O., La meitat de les notícies que consumirem el 2022 seran falses, 2017. . Web Article
O. Bernal, Predicting emotion in movies: Recurrent and convolutional models applied to videos. 2017. (3.05 MB) Ms Thesis
D. Fernàndez, Campos, V., Jou, B., Giró-i-Nieto, X., and Chang, S. - F., Is a “happy dog” more “happy” than “dog”? - Adjective and Noun Contributions for Adjective-Noun Pair prediction, NIPS Women in Machine Learning Workshop. Barcelona, 2016. (3.11 MB) Unpublished
M. Carné-Herrera, Detect Snap Points in Egocentric Images with Physiological Signals. 2016. (4.63 MB) Ms Thesis
C. Reyes, Time-sensitive Egocentric Image Retrieval for Fidings Objects in Lifelogs. 2016. (10.23 MB) Ms Thesis
M. Bellver, Giró-i-Nieto, X., and Marqués, F., Efficient search of objects in images using deep reinforcement learning, NIPS Women in Machine Learning Workshop. Barcelona., 2016. Unpublished
I. Masuda-Mora, Open-Ended Visual Question-Answering. 2016. (7.03 MB) Ms Thesis
A. Nespereira, Siamese Convolutional Neural Network for Learning Object Similarities in RGB-D Images. 2016. Ms Thesis
A. Montes, Temporal Activity Detection in Untrimmed Videos with Recurrent Neural Networks. 2016. (27.84 MB) Ms Thesis
A. Calafell, Video Retrieval of Specific Persons in Specific Locations. 2016. (17.14 MB) Ms Thesis
I. Masuda-Mora, Pascual-deLaPuente, S., and Giró-i-Nieto, X., Towards Automatic Generation of Question Answer Pairs from Images, Visual Question Answering Challenge Workshop, CVPR 2016, Las Vegas, NV, USA, 2016. (206.92 KB) Report
D. Fernàndez, Clustering and Prediction of Adjective-Noun Pairs for Affective Computing. 2016. (10.38 MB) Ms Thesis
M. Carné-Herrera, Giró-i-Nieto, X., and Gurrin, C., EgoMemNet: Visual Memorability Adaptation to Egocentric Images, 4th Workshop on Egocentric (First-Person) Vision, CVPR 2016, Las Vegas, NV, USA, 2016. (265.4 KB) Report
M. Carné-Herrera, Visual Memorability for Egocentric Cameras. 2016. (98.86 MB) Ms Thesis
A. Ferri, Object Tracking in Video with TensorFlow. 2016. (22.63 MB) Ms Thesis
C. Reyes, Mohedano, E., McGuinness, K., O'Connor, N., and Giró-i-Nieto, X., Where did I leave my phone ?, 4th Workshop on Egocentric (First-Person) Vision, CVPR 2016, Las Vegas, NV, USA, 2016. (312.27 KB) Report
M. Chertó, EgoMon Gaze and Video Dataset for Visual Saliency Prediction. 2016. (1.48 MB) Ms Thesis
M. Bellver, Efficient Exploration of Region Hierarchies for Semantic Segmentation. 2015. (11.62 MB) Ms Thesis
S. Porta, Rapid Serial Visual Presentation for Relevance Feedback in Image Retrieval with EEG Signals. 2015. (1.38 MB) Ms Thesis
V. Campos, Layer-wise CNN Surgery for Visual Sentiment Prediction. 2015. (1.51 MB) Ms Thesis
G. de Oliveira-Barra, LIvRE: A Video Extension to the LIRE Content-Based Image Retrieval System. 2015. (8.3 MB) Ms Thesis
C. Ventura, Giró-i-Nieto, X., Vilaplana, V., McGuinness, K., Marqués, F., and O'Connor, N. E., Improving Spatial Codification in Semantic Segmentation (Supplementary Material), 2015. (18.81 MB) Report
J. Pan and Giró-i-Nieto, X., End-to-end Convolutional Network for Saliency Prediction, arXiv, Boston, MA (USA), 2015. (1.18 MB) Report
A. Lidon, Semantic and Diverse Summarization of Egocentric Photo Events. 2015. (5.34 MB) Ms Thesis
F. Cabezas, Co-filtering human interaction and object segmentation. 2015. (1.82 MB) Ms Thesis
E. Fontdevila-Bosch, Region-oriented Convolutional Networks for Object Retrieval. 2015. (8.02 MB) Ms Thesis
C. Ramos-Caballero, Keyframe-based Video Summarization Designer. 2015. (2.64 MB) Ms Thesis
I. Gris-Sarabia, Pyxel, una llibreria per a l’anotació automàtica de fotografies. 2015. (1.12 MB) Ms Thesis
J. Roldan-Carlos, Visual Search for Musical Performances and Endoscopic Videos. 2015. (12.35 MB) Ms Thesis
A. Calafell, Fine-tuning a Convolutional Network for Cultural Event Recognition. 2015. (11.14 MB) Ms Thesis
J. Pan, Visual Saliency Prediction using Deep learning Techniques. 2015. (1.57 MB) Ms Thesis
R. Mestre, Visual Summary of Egocentric Photostreams by Representative Keyframes. 2015. (1.36 MB) Ms Thesis
D. Almendros-Gutiérrez, Visual instance mining of news videos using a graph-based approach. 2014. (4.12 MB) Ms Thesis
M. Tella, Contextless Object Recognition with Shape-enriched SIFT and Bags of Features. 2014. (4.82 MB) Ms Thesis
S. Imedio-Pereira, An investigation of eye gaze tracking utilities in image object recognition. 2014. (1.63 MB) Ms Thesis
D. Manchon-Vizuete, Low computational cost algorithms for photo clustering and mail signature detection in the cloud. 2014. Ms Thesis
A. Salvador, Exploiting User Interaction and Object Candidates for Instance Retrieval and Object Segmentation. 2014. (8.97 MB) Ms Thesis
J. Sánchez-Escué, Bundling interest points for object classification. 2014. (2.15 MB) Ms Thesis
M. Ferrarons-Betrian, Mobile Visual Search at Catchoom. 2014. Ms Thesis
M. Martos, Content-based Video Summarisation to Object Maps. 2013. (3.73 MB) Ms Thesis
A. Garcia-delMolino, Extension of Instance Search Technique by Geometric Coding and Quantization Error Compensation. 2013. Ms Thesis
L. Tort, Video Clustering Using Camera Motion. 2013. (8.87 MB) Ms Thesis
C. Ventura, Visual Object Analysis Using Regions and Interest Points. 2013. (4.62 MB) Ms Thesis
A. Salvador, Crowdsourced Object Segmentation with a Game. 2013. (1.34 MB) Ms Thesis
E. Mohedano, Investigating EEG for Saliency and Segmentation Applications in Image Processing. 2013. (332.54 KB) Ms Thesis
J. Antoja-Sabin, El telèfon mòbil com a eina d'aprenentatge informal. 2013. (1.55 MB) Ms Thesis
C. Ventura, Visual Object Analysis Using Regions and Interest Points, ACM Multimedia. 2013. (132.2 KB) Ms Thesis
A. Rubiano, Búsqueda Visual con Retroacción de Relevancia Basada en Actualizacion de Pesos. 2011. (1.07 MB) Ms Thesis
C. Ventura, Tools for Image Retrieval in Large Multimedia Databases. 2011. (6.33 MB) Ms Thesis
M. Alfaro, Reordenació i agrupament d'imatges d'una cerca de vídeo. 2011. (24.81 MB) Ms Thesis
M. Tella, Interactive Image Processing demonstrations for the web. 2011. (1.77 MB) Ms Thesis
E. Carcel, Rich Internet Application for the Semi-Automatic Annotation of Semantic Shots on Keyframes. 2011. (6.58 MB) Ms Thesis
C. Ruiz-Sancho, Tweet@TV: Televisió social en 140 caràcters. 2010. (6.63 MB) Ms Thesis
P. Muñoz-Trallero, Extensió d'una interfície de cerca d'imatges a les consultes amb regions. 2010. Ms Thesis
B. Girvent, Servei de vídeos a la carta per a l'iPhone. 2010. (10.26 MB) Ms Thesis
M. Gimeno, Interfície gràfica d'usuari per a l'avaluació de classificadors d'imatges. 2010. Ms Thesis
S. Cortés, GOS: búsqueda visual de imágenes, 25, 2010. Report
R. Salla-Rovira, Aplicació rica d'internet per a la consulta amb text i imatge a la Corporació Catalana de Mitjans Audiovisuals. 2009. (6.01 MB) Ms Thesis
S. Cortés, Interfaz gráfica de usuario para la búsqueda de imágenes basada en imágenes. 2009. (2.84 MB) Ms Thesis
X. Giró-i-Nieto, La convergència de la TV cap al PC, Diari Avui, Barcelona, Catalonia, 2004. Report
X. Giró-i-Nieto, Volumetric Data Compression based on Cube-Splitting and Embedded Block Coding by Optimized Truncation. 2000. (1.36 MB) Ms Thesis